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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

, , , and . Synthesis Lectures on Artificial Intelligence and Machine Learning Morgan & Claypool Publishers, (2016)

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Machine Learning for Verification and Validation.. EUROVAV, page 4. Katholieke Universiteit Leuven, Belgium, (1997)Towards Optimizing Conjunctive Inductive Queries., and . KDID, page 44-59. Rudjer Boskovic Institute, Zagreb, Croatia, (2003)Feature Construction with Version Spaces for Biochemical Applications., and . ICML, page 258-265. Morgan Kaufmann, (2001)Relational object tracking and learning, , and . IEEE International Conference on Robotics and Automation, ICRA, page 935--942. (2014)Fast learning of relational kernels, , , and . Machine Learning, 78 (3): 305--342 (2010)Relational data factorization., , and . Mach. Learn., 106 (12): 1867-1904 (2017)Constraint Programming meets Machine Learning and Data Mining (Dagstuhl Seminar 11201)., , , and . Dagstuhl Reports, 1 (5): 61-83 (2011)Context-based object viewpoint estimation: A 2D relational approach., , and . Comput. Vis. Image Underst., (2017)Top-Down Induction of First-Order Logical Decision Trees., and . Artif. Intell., 101 (1-2): 285-297 (1998)Iterative Versionspaces., , and . Artif. Intell., 69 (1-2): 393-409 (1994)